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synced 2026-10-14 07:03:34 +08:00
EKF: Clean up terrain estimation functionality.
This is a functionally equivalent. It moves all of the code for the terrain estimator into a single function call from the main filter update, making it clear that it is independent of the main filter.
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@@ -744,12 +744,6 @@ void Ekf::controlRangeFinderFusion()
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Vector3f pos_offset_earth = _R_to_earth * pos_offset_body;
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_range_sample_delayed.rng += pos_offset_earth(2) / _R_rng_to_earth_2_2;
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// always fuse available range finder data into a terrain height estimator if the estimator has been initialised
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if (_terrain_initialised) {
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fuseHagl();
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}
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// only use range finder as a height observation in the main filter if specifically enabled
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if (_control_status.flags.rng_hgt) {
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_fuse_height = true;
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+2
-8
@@ -214,14 +214,8 @@ bool Ekf::update()
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predictState();
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predictCovariance();
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// perform state and variance prediction for the terrain estimator
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checkRangeDataContinuity();
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if (!_terrain_initialised) {
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_terrain_initialised = initHagl();
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} else {
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predictHagl();
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}
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// run a separate filter for terrain estimation
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runTerrainEstimator();
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// control fusion of observation data
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controlFusionModes();
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@@ -376,8 +376,8 @@ private:
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// return true if the initialisation is successful
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bool initHagl();
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// predict the terrain vertical position state and variance
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void predictHagl();
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// run the terrain estimator
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void runTerrainEstimator();
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// update the terrain vertical position estimate using a height above ground measurement from the range finder
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void fuseHagl();
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+25
-10
@@ -70,20 +70,35 @@ bool Ekf::initHagl()
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}
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}
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void Ekf::predictHagl()
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void Ekf::runTerrainEstimator()
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{
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// predict the state variance growth
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// the state is the vertical position of the terrain underneath the vehicle
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// Perform a continuity check on range finder data
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checkRangeDataContinuity();
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// process noise due to errors in vehicle height estimate
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_terrain_var += sq(_imu_sample_delayed.delta_vel_dt * _params.terrain_p_noise);
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// Perform initialisation check
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if (!_terrain_initialised) {
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_terrain_initialised = initHagl();
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// process noise due to terrain gradient
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_terrain_var += sq(_imu_sample_delayed.delta_vel_dt * _params.terrain_gradient) * (sq(_state.vel(0)) + sq(_state.vel(
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1)));
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} else {
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// limit the variance to prevent it becoming badly conditioned
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_terrain_var = math::constrain(_terrain_var, 0.0f, 1e4f);
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// predict the state variance growth where the state is the vertical position of the terrain underneath the vehicle
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// process noise due to errors in vehicle height estimate
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_terrain_var += sq(_imu_sample_delayed.delta_vel_dt * _params.terrain_p_noise);
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// process noise due to terrain gradient
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_terrain_var += sq(_imu_sample_delayed.delta_vel_dt * _params.terrain_gradient) * (sq(_state.vel(0)) + sq(_state.vel(
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1)));
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// limit the variance to prevent it becoming badly conditioned
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_terrain_var = math::constrain(_terrain_var, 0.0f, 1e4f);
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// Fuse range finder data if available
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if (_range_data_ready) {
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fuseHagl();
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}
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}
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}
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void Ekf::fuseHagl()
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